SHAP based feature selection for machine learning prediction of mycoplasma pneumoniae pneumonia with atelectasis in children

Abstract Background Mycoplasma pneumoniae pneumonia (MPP) with atelectasis in children is the most reported complication of MPP in children. It is associated with serious respiratory issues, pulmonary tissue damage and fibrosis, and systemic complications. Present diagnostic methods, which are mainl...

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Prif Awduron:	Mian Wang, Tengfei Wang, Linli Zhang, Mengsi Li
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	BMC 2026-03-01
Cyfres:	BMC Pediatrics
Pynciau:	Mycoplasma pneumoniae pneumonia atelectasis SHAP Machine learning Prediction model
Mynediad Ar-lein:	https://doi.org/10.1186/s12887-026-06647-3
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